A Study of Neural Collapse Phenomenon: Grassmannian Frame, Symmetry and
Generalization

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A Study of Neural Collapse Phenomenon: Grassmannian Frame, Symmetry and Generalization

18 April 2023

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Papers citing "A Study of Neural Collapse Phenomenon: Grassmannian Frame, Symmetry and Generalization"

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Title
Linguistic Collapse: Neural Collapse in (Large) Language Models Robert Wu Vardan Papyan 250 27 0 28 May 2024
Deep Neural Network Models Trained With A Fixed Random Classifier Transfer Better Across Domains Hafiz Tiomoko Ali Umberto Michieli J. Moon Daehyun Kim Mete Ozay AAML 165 2 0 28 Feb 2024
Neural Collapse in Multi-label Learning with Pick-all-label LossInternational Conference on Machine Learning (ICML), 2023 Pengyu Li Xiao Li Yutong Wang Qing Qu 293 12 0 24 Oct 2023
Generalized Neural Collapse for a Large Number of ClassesInternational Conference on Machine Learning (ICML), 2023 Jiachen Jiang Jinxin Zhou Peng Wang Qing Qu Dustin Mixon Chong You Zhihui Zhu AI4CE 261 36 0 09 Oct 2023
Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and BatchingInternational Conference on Learning Representations (ICLR), 2023 Ganesh Ramachandra Kini V. Vakilian Tina Behnia Jaidev Gill Christos Thrampoulidis 280 3 0 13 Jun 2023
Principled and Efficient Transfer Learning of Deep Models via Neural Collapse Xiao Li Sheng Liu Jin-li Zhou Xin Lu C. Fernandez‐Granda Zhihui Zhu Q. Qu AAML 365 22 0 23 Dec 2022